The depth data is not compressed when transferred, and it's about 153k per frame at 30fps. So, it's a lot of data to transfer if you don't have a speedy link. You can't encode to JPEG directly as the data itself isn't valid color data.

All that said, compression for depth data is on my list of things to do but I don't have an ETA.